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Mateusz Kucharczyk's Projects

classic-peg icon classic-peg

Progressive edge growth PEG for LDPC code and QC-LDPC construction C++, Python, Matlab PEG with ACE and Avoiding Generating Small Cycles

density-evolution-awgn icon density-evolution-awgn

Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance Evolution

ldpc-peg icon ldpc-peg

Implementation of Progressive Edge Growth algorithm in Tanner Graphs for short cycle free LDPC code construction

ldpc4qkd icon ldpc4qkd

Rate adaptive LDPC based solutions for distributed source coding

ldpc_decoders icon ldpc_decoders

Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-sum and sum-product) and a few other decoders.

py_utils icon py_utils

Helper functions/common code used in other projects

pyldpc icon pyldpc

Creation of LDPC codes & simulation of coding and decoding binary data. Applications to sound and image files.

pyturbo icon pyturbo

A simple reference implementation of turbo codes for error correction in Python.

qkd icon qkd

Python simulation of protocol BB84 for QKD.

whisper icon whisper

Robust Speech Recognition via Large-Scale Weak Supervision

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